# Your board asked about AI. _Bring back a real plan_.

AE embeds a senior AI specialist with your team for a 3-week sprint. Three weeks from now, you'll have working automations in production, a prioritized roadmap of where AI creates value across your business, and the data your leadership needs to fund what comes next.

## WHAT YOU'LL HAVE BY WEEK 3

### A plan you can actually _defend in a board meeting_.

01 **Working automations and prototypes in production**  
2-4 real, deployed systems your team is using. Not slides, not a demo. Things you can show leadership and walk them through live.

02 **Quantified ROI on what shipped**  
Hours recovered, costs saved, errors reduced, or revenue created. Real numbers from real systems, ready for your board deck.

03 **Prioritized opportunity backlog**  
8-15+ additional opportunities across operations, products, and customer experience. Ranked by impact and effort, with honest estimates for each.

04 **AI readiness assessment**  
A practical assessment of where your systems, data, and approval processes are ready for AI, where they need work, and what to address before scaling.

05 **Documentation and handoff**  
Runbooks, training, and maintenance notes so your team can own everything we built and continue without us.

06 **Recommendation for what's next**  
A clear scoping memo for the next phase: what to fund, what to deprioritize, and what AE can build with you if it makes sense.

## HOW IT WORKS

### A 3-week sprint, _by design_.

#### Week 1
##### Map the opportunities  
Your operator shadows your team, walks your systems, and maps 20-30 opportunities across operations, products, and revenue surfaces. By Friday, you have a prioritized shortlist.

#### Week 2
##### Ship the first proof  
The first automation or prototype goes live. Your operator builds the highest-leverage opportunity from the shortlist and deploys it into your real workflows.

#### Week 3
##### Deliver the plan  
By the end of week three, you have the deliverables above and a scoping memo for what to fund next. Bring it to your board with confidence.

$10,000 / week Full-time embed · 3-week minimum sprint  
One line item. One senior operator. Includes discovery, opportunity mapping, automation and prototype buildout, deployment, documentation, and roadmap development. You keep everything we build.

## CREDIBILITY

### Real outcomes from _real businesses_.

90% less back-office overhead **Global Shop Solutions**  
AI document ingestion turning invoices and vendor quotes into structured ERP data at 95% accuracy.

22 min vs. days **KPS Mart**  
AI-powered furniture proposal generation. What used to take designers days now takes 22 minutes.

$6M/wk in new revenue **Azul Airlines**  
Production ML models running daily inside the airline's environment. Pricing, network optimization, marketing AI.

## EXPLORE MORE

### Learn how this _fits our work_.

**The complete Embedded AI Operator playbook**  
Full sprint breakdown, how AI is core to delivery, what AE needs from you, and how the operator fits into our larger Strategize and Build practices.

**Built for this since 2016**  
Bootstrapped applied AI studio. Frontier alignment research with DARPA and Anthropic. Production AI shipped for airlines, healthcare, manufacturing, and more.

## LET'S TALK

### Bring us the _hard problem_.  
We'll bring the team that ships.